CFP last date
20 January 2025
Reseach Article

Data Aggregation Methodology for Precision Agriculture

Published on December 2015 by A. Venkateshwar, Venkanagouda C.patil, Anand Mundewadi
National Conference on Electronics and Communication
Foundation of Computer Science USA
NCEC2015 - Number 2
December 2015
Authors: A. Venkateshwar, Venkanagouda C.patil, Anand Mundewadi
2502b882-dbe5-4169-a335-b92757fe980c

A. Venkateshwar, Venkanagouda C.patil, Anand Mundewadi . Data Aggregation Methodology for Precision Agriculture. National Conference on Electronics and Communication. NCEC2015, 2 (December 2015), 7-11.

@article{
author = { A. Venkateshwar, Venkanagouda C.patil, Anand Mundewadi },
title = { Data Aggregation Methodology for Precision Agriculture },
journal = { National Conference on Electronics and Communication },
issue_date = { December 2015 },
volume = { NCEC2015 },
number = { 2 },
month = { December },
year = { 2015 },
issn = 0975-8887,
pages = { 7-11 },
numpages = 5,
url = { /proceedings/ncec2015/number2/23714-1743/ },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Proceeding Article
%1 National Conference on Electronics and Communication
%A A. Venkateshwar
%A Venkanagouda C.patil
%A Anand Mundewadi
%T Data Aggregation Methodology for Precision Agriculture
%J National Conference on Electronics and Communication
%@ 0975-8887
%V NCEC2015
%N 2
%P 7-11
%D 2015
%I International Journal of Computer Applications
Abstract

The Wireless Sensor Network is characterized by rapid information collection, information transmission with reliability and intelligent information processing. It is applied to monitor the large-scale agriculture production, and then the system will be more unified and yields more. It is effective to promote the productivity with efficient data aggregation, data reconstruction and reduce the overall data transmission and improve network lifetime. The proposed system analyzes the features and functions of wireless sensor network data aggregation and accurate reconstruction of data, based on Matching Pursuit Algorithm for repeat iterative approximation, reconstruction of data and Beam Forming Algorithm for signal processing technique used to control the directionality of the reception or transmission of data.

References
  1. Xu, Xi, Rashid Ansari, and Ashfaq Khokhar. "Powerefficient hierarchical data aggregation using compressive sensing in WSNs. " Communications (ICC), 2013 IEEE International Conference on. IEEE, 2013.
  2. Chen, BaoYuan, et al. "Research on the Aggregation Method of Network Precision Agriculture Based on the Matching Pursuit Algorithm. " (2013).
  3. Yang, Guangsong, Mingbo Xiao, and Shuqin Zhang. "Data aggregation scheme based on compressed sensing in wireless sensor network. " Information Computing and Applications. Springer Berlin Heidelberg, 2012. 556-561.
  4. David L. Donoho, Yaakov Tsaig, Iddo Drori. "Sparse Solution of Underdetermined Systems of Linear Equations by Stagewise Orthogonal Matching Pursuit" IEEE Transactions on Information Theory, Vol. 58, No. 2, Feb 2012
  5. Hongjie Wan, Haojiang Deng, Xiaoming Xie. "An Adaptive Compressed Sensing Algorithm of Optical Fiber Pipeline Prewarning Data" International Journal of Future Generation Communication and Networking Vol. 6, No. 4, Aug 2013.
  6. Yigang Cen, Fangfei Wang, Ruizhen Zhao. "Tree-Based Backtracking Orthogonal Matching Pursuit for Sparse Signal Reconstruction" Journal of Applied Mathematics Vol. 10, 2013.
  7. Guan Gui, Qun Wan, Wei Peng. "Sparse Multipath Channel Estimation Using Compressive Sampling Matching Pursuit Algorithm" IEEE APWCS(2010).
  8. Guiling, Yuhan, Zhihong WANG. "Sparsity Adaptive Compressive Sampling Matching Pursuit Algorithm Based on Compressive Sensing" Journal of Computational Information Systems 8: 7 (2012)
  9. RAO, AMARA PRAKASA, and NVSN SARMA. "Adaptive Beamforming Algorithms for Smart Antenna Systems. " methods 4. 8 (2014): 10-11.
  10. Sahu, Rupal, Ravi Mohan, and Sumit Sharma. "Evaluation of Adaptive Beam Forming Algorithm of Smart Antenna", ISSN : 2277-1581, 2013.
  11. Rana Liaqat Ali, Rana Liaqat Ali, et al. "Adaptive beamforming algorithms for anti-jamming. " International Journal of Signal Processing, Image Processing and Pattern Recognition 4. 1 (2011)
  12. Wang, Alice, et al. "Energy-scalable protocols for batteryoperated micro sensor networks. " Journal of VLSI Signal Processing systems for signal, image and video technology 29. 3 (20011): 223-237.
  13. Tushar, Wayes, David Smith, and Tharaka Lamahewa. "Distributed transmit beamforming: Data funneling in wireless sensor networks. " Communications Theory Workshop (AusCTW), 2012 Australian. IEEE, 2012.
  14. Jie Feng "Performance of Data Aggregation for Wireless Sensor Networks", Thesis submitted at Department of Computer Science University of Saskatchewan Saskatoon on June 2010.
  15. Hani Alzaid "Secure Data Aggregation in Wireless Sensor Networks" Thesis submitted at Information Security Institute Queensland University of Technology, March 1, 2011.
Index Terms

Computer Science
Information Sciences

Keywords

Matching Pursuit Beam Forming Data Aggregation Precision Agriculture